Overview

Brought to you by YData

Dataset statistics

Number of variables	23
Number of observations	3678
Missing cells	6713
Missing cells (%)	7.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.0 MiB
Average record size in memory	578.4 B

Variable types

Categorical	10
Text	3
Numeric	10

Alerts

`store room` is highly imbalanced (55.7%)	Imbalance
`facing` has 1046 (28.4%) missing values	Missing
`super_built_up_area` has 1802 (49.0%) missing values	Missing
`built_up_area` has 1988 (54.1%) missing values	Missing
`carpet_area` has 1806 (49.1%) missing values	Missing
`area` is highly skewed (γ1 = 29.7350038)	Skewed
`built_up_area` is highly skewed (γ1 = 40.70657243)	Skewed
`carpet_area` is highly skewed (γ1 = 24.33323909)	Skewed
`floorNum` has 129 (3.5%) zeros	Zeros
`luxury_score` has 463 (12.6%) zeros	Zeros

Reproduction

Analysis started	2025-04-24 17:34:42.127495
Analysis finished	2025-04-24 17:35:09.771433
Duration	27.64 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

property_type
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	219.9 KiB

flat	2819
house	859

Length

Max length	5
Median length	4
Mean length	4.2335508
Min length	4

Characters and Unicode

Total characters	15571
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	flat
2nd row	flat
3rd row	house
4th row	flat
5th row	flat

Common Values

Value	Count	Frequency (%)
flat	2819	76.6%
house	859	23.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
flat	2819	76.6%
house	859	23.4%

Most occurring characters

Value	Count	Frequency (%)
f	2819	18.1%
l	2819	18.1%
a	2819	18.1%
t	2819	18.1%
h	859	5.5%
o	859	5.5%
u	859	5.5%
s	859	5.5%
e	859	5.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15571	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
f	2819	18.1%
l	2819	18.1%
a	2819	18.1%
t	2819	18.1%
h	859	5.5%
o	859	5.5%
u	859	5.5%
s	859	5.5%
e	859	5.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15571	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
f	2819	18.1%
l	2819	18.1%
a	2819	18.1%
t	2819	18.1%
h	859	5.5%
o	859	5.5%
u	859	5.5%
s	859	5.5%
e	859	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15571	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	2819	18.1%
l	2819	18.1%
a	2819	18.1%
t	2819	18.1%
h	859	5.5%
o	859	5.5%
u	859	5.5%
s	859	5.5%
e	859	5.5%

society
Text

Distinct	676
Distinct (%)	18.4%
Missing	1
Missing (%)	< 0.1%
Memory size	265.3 KiB

Length

Max length	49
Median length	39
Mean length	16.871906
Min length	1

Characters and Unicode

Total characters	62038
Distinct characters	41
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	308 ?
Unique (%)	8.4%

Sample

1st row	bestech altura
2nd row	rof ananda
3rd row	independent
4th row	umang monsoon breeze
5th row	tata primanti

Value	Count	Frequency (%)
independent	491	5.1%
the	350	3.6%
dlf	220	2.3%
park	209	2.2%
city	167	1.7%
emaar	155	1.6%
global	154	1.6%
m3m	152	1.6%
signature	151	1.6%
heights	134	1.4%
Other values (783)	7498	77.5%

Most occurring characters

Value	Count	Frequency (%)
e	6711	10.8%
	6006	9.7%
a	5864	9.5%
r	4172	6.7%
n	4164	6.7%
i	3832	6.2%
t	3721	6.0%
s	3473	5.6%
l	2945	4.7%
o	2756	4.4%
Other values (31)	18394	29.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	55485	89.4%
Space Separator	6006	9.7%
Decimal Number	529	0.9%
Other Punctuation	10	< 0.1%
Dash Punctuation	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6711	12.1%
a	5864	10.6%
r	4172	7.5%
n	4164	7.5%
i	3832	6.9%
t	3721	6.7%
s	3473	6.3%
l	2945	5.3%
o	2756	5.0%
d	2488	4.5%
Other values (16)	15359	27.7%

Decimal Number

Value	Count	Frequency (%)
3	208	39.3%
2	82	15.5%
1	75	14.2%
6	57	10.8%
8	32	6.0%
4	19	3.6%
5	17	3.2%
0	13	2.5%
9	13	2.5%
7	13	2.5%

Other Punctuation

Value	Count	Frequency (%)
,	7	70.0%
/	2	20.0%
.	1	10.0%

Space Separator

Value	Count	Frequency (%)
	6006	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	55485	89.4%
Common	6553	10.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6711	12.1%
a	5864	10.6%
r	4172	7.5%
n	4164	7.5%
i	3832	6.9%
t	3721	6.7%
s	3473	6.3%
l	2945	5.3%
o	2756	5.0%
d	2488	4.5%
Other values (16)	15359	27.7%

Common

Value	Count	Frequency (%)
	6006	91.7%
3	208	3.2%
2	82	1.3%
1	75	1.1%
6	57	0.9%
8	32	0.5%
4	19	0.3%
5	17	0.3%
0	13	0.2%
9	13	0.2%
Other values (5)	31	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62038	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6711	10.8%
	6006	9.7%
a	5864	9.5%
r	4172	6.7%
n	4164	6.7%
i	3832	6.2%
t	3721	6.0%
s	3473	5.6%
l	2945	4.7%
o	2756	4.4%
Other values (31)	18394	29.6%

sector
Text

Distinct	115
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	238.2 KiB

Length

Max length	26
Median length	9
Mean length	9.3183796
Min length	3

Characters and Unicode

Total characters	34273
Distinct characters	31
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	sector 79
2nd row	sector 95
3rd row	sector 9
4th row	sector 78
5th row	sector 72

Value	Count	Frequency (%)
sector	3450	46.7%
road	177	2.4%
sohna	165	2.2%
85	108	1.5%
102	107	1.4%
92	100	1.4%
69	93	1.3%
90	89	1.2%
81	87	1.2%
65	87	1.2%
Other values (107)	2922	39.6%

Most occurring characters

Value	Count	Frequency (%)
o	3803	11.1%
	3707	10.8%
s	3694	10.8%
r	3694	10.8%
e	3549	10.4%
c	3501	10.2%
t	3461	10.1%
1	1074	3.1%
0	804	2.3%
8	780	2.3%
Other values (21)	6206	18.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	23305	68.0%
Decimal Number	7261	21.2%
Space Separator	3707	10.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	3803	16.3%
s	3694	15.9%
r	3694	15.9%
e	3549	15.2%
c	3501	15.0%
t	3461	14.9%
a	697	3.0%
d	248	1.1%
n	229	1.0%
h	202	0.9%
Other values (10)	227	1.0%

Decimal Number

Value	Count	Frequency (%)
1	1074	14.8%
0	804	11.1%
8	780	10.7%
9	761	10.5%
6	739	10.2%
7	682	9.4%
2	679	9.4%
3	665	9.2%
5	593	8.2%
4	484	6.7%

Space Separator

Value	Count	Frequency (%)
	3707	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23305	68.0%
Common	10968	32.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	3803	16.3%
s	3694	15.9%
r	3694	15.9%
e	3549	15.2%
c	3501	15.0%
t	3461	14.9%
a	697	3.0%
d	248	1.1%
n	229	1.0%
h	202	0.9%
Other values (10)	227	1.0%

Common

Value	Count	Frequency (%)
	3707	33.8%
1	1074	9.8%
0	804	7.3%
8	780	7.1%
9	761	6.9%
6	739	6.7%
7	682	6.2%
2	679	6.2%
3	665	6.1%
5	593	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34273	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	3803	11.1%
	3707	10.8%
s	3694	10.8%
r	3694	10.8%
e	3549	10.4%
c	3501	10.2%
t	3461	10.1%
1	1074	3.1%
0	804	2.3%
8	780	2.3%
Other values (21)	6206	18.1%

price
Real number (ℝ)

Distinct	473
Distinct (%)	12.9%
Missing	17
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.5334226

Minimum	0.07
Maximum	31.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	0.07
5-th percentile	0.37
Q1	0.95
median	1.52
Q3	2.75
95-th percentile	8.5
Maximum	31.5
Range	31.43
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	2.9802521
Coefficient of variation (CV)	1.1763739
Kurtosis	14.938471
Mean	2.5334226
Median Absolute Deviation (MAD)	0.72
Skewness	3.2797359
Sum	9274.86
Variance	8.8819024
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.25	80	2.2%
1.5	64	1.7%
1.2	64	1.7%
0.9	63	1.7%
1.1	62	1.7%
1.4	60	1.6%
1.3	57	1.5%
0.95	52	1.4%
2	52	1.4%
1.6	48	1.3%
Other values (463)	3059	83.2%

Value	Count	Frequency (%)
0.07	1	< 0.1%
0.16	1	< 0.1%
0.17	1	< 0.1%
0.19	1	< 0.1%
0.2	8	0.2%
0.21	6	0.2%
0.22	8	0.2%
0.23	1	< 0.1%
0.24	6	0.2%
0.25	11	0.3%

Value	Count	Frequency (%)
31.5	1	< 0.1%
27.5	1	< 0.1%
26	2	0.1%
25	1	< 0.1%
24	1	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
20	3	0.1%
19.5	2	0.1%
19	3	0.1%

price_per_sqft
Real number (ℝ)

Distinct	2651
Distinct (%)	72.4%
Missing	17
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	13893.043

Minimum	4
Maximum	600000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	4
5-th percentile	4716
Q1	6818
median	9020
Q3	13888
95-th percentile	33333
Maximum	600000
Range	599996
Interquartile range (IQR)	7070

Descriptive statistics

Standard deviation	23206.907
Coefficient of variation (CV)	1.6703978
Kurtosis	186.97874
Mean	13893.043
Median Absolute Deviation (MAD)	2795
Skewness	11.438687
Sum	50862429
Variance	5.3856054 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000	27	0.7%
8000	19	0.5%
5000	17	0.5%
12500	14	0.4%
11111	13	0.4%
22222	13	0.4%
6666	13	0.4%
8333	12	0.3%
7500	12	0.3%
6000	11	0.3%
Other values (2641)	3510	95.4%
(Missing)	17	0.5%

Value	Count	Frequency (%)
4	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
53	1	< 0.1%
57	1	< 0.1%
58	2	0.1%
60	1	< 0.1%
61	1	< 0.1%
79	1	< 0.1%

Value	Count	Frequency (%)
600000	1	< 0.1%
400000	1	< 0.1%
315789	1	< 0.1%
308333	1	< 0.1%
290948	1	< 0.1%
283333	1	< 0.1%
266666	1	< 0.1%
261194	1	< 0.1%
245398	1	< 0.1%
241666	1	< 0.1%

area
Real number (ℝ)

Skewed

Distinct	1312
Distinct (%)	35.8%
Missing	17
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	2887.8375

Minimum	50
Maximum	875000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	50
5-th percentile	519
Q1	1230
median	1733
Q3	2300
95-th percentile	4246
Maximum	875000
Range	874950
Interquartile range (IQR)	1070

Descriptive statistics

Standard deviation	23164.36
Coefficient of variation (CV)	8.0213517
Kurtosis	942.28627
Mean	2887.8375
Median Absolute Deviation (MAD)	533
Skewness	29.735004
Sum	10572373
Variance	5.3658758 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1650	54	1.5%
1350	48	1.3%
1800	47	1.3%
3240	43	1.2%
1950	43	1.2%
2700	39	1.1%
900	38	1.0%
2000	33	0.9%
2250	25	0.7%
2400	23	0.6%
Other values (1302)	3268	88.9%

Value	Count	Frequency (%)
50	4	0.1%
55	1	< 0.1%
56	1	< 0.1%
57	1	< 0.1%
60	2	0.1%
61	1	< 0.1%
67	2	0.1%
70	1	< 0.1%
72	1	< 0.1%
76	1	< 0.1%

Value	Count	Frequency (%)
875000	1	< 0.1%
642857	1	< 0.1%
620000	1	< 0.1%
566667	1	< 0.1%
215517	1	< 0.1%
98978	1	< 0.1%
82781	1	< 0.1%
65517	2	0.1%
65261	1	< 0.1%
58228	1	< 0.1%

areaWithType
Text

Distinct	2355
Distinct (%)	64.0%
Missing	0
Missing (%)	0.0%
Memory size	399.5 KiB

Length

Max length	124
Median length	119
Mean length	54.231648
Min length	12

Characters and Unicode

Total characters	199464
Distinct characters	35
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1849 ?
Unique (%)	50.3%

Sample

1st row	Super Built up area 2150(199.74 sq.m.)
2nd row	Carpet area: 728 (67.63 sq.m.)
3rd row	Carpet area: 33 (27.59 sq.m.)
4th row	Built Up area: 1730 (160.72 sq.m.)
5th row	Super Built up area 2905(269.88 sq.m.)

Value	Count	Frequency (%)
area	5574	18.5%
sq.m	3656	12.1%
up	3021	10.0%
built	2317	7.7%
super	1876	6.2%
sq.ft	1751	5.8%
sq.m.)carpet	1185	3.9%
sq.m.)built	702	2.3%
carpet	683	2.3%
plot	681	2.3%
Other values (2846)	8701	28.9%

Most occurring characters

Value	Count	Frequency (%)
	26469	13.3%
.	20392	10.2%
a	13156	6.6%
r	9458	4.7%
e	9322	4.7%
1	9208	4.6%
s	7568	3.8%
q	7432	3.7%
t	7325	3.7%
u	6773	3.4%
Other values (25)	82361	41.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	82775	41.5%
Decimal Number	47144	23.6%
Space Separator	26469	13.3%
Other Punctuation	23409	11.7%
Uppercase Letter	8595	4.3%
Close Punctuation	5536	2.8%
Open Punctuation	5536	2.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	13156	15.9%
r	9458	11.4%
e	9322	11.3%
s	7568	9.1%
q	7432	9.0%
t	7325	8.8%
u	6773	8.2%
p	6769	8.2%
m	5545	6.7%
l	3702	4.5%
Other values (5)	5725	6.9%

Decimal Number

Value	Count	Frequency (%)
1	9208	19.5%
0	6631	14.1%
2	5688	12.1%
5	4714	10.0%
3	3961	8.4%
4	3712	7.9%
6	3674	7.8%
7	3254	6.9%
8	3158	6.7%
9	3144	6.7%

Uppercase Letter

Value	Count	Frequency (%)
B	3021	35.1%
S	1876	21.8%
C	1872	21.8%
U	1145	13.3%
P	681	7.9%

Other Punctuation

Value	Count	Frequency (%)
.	20392	87.1%
:	3017	12.9%

Space Separator

Value	Count	Frequency (%)
	26469	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5536	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5536	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	108094	54.2%
Latin	91370	45.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	13156	14.4%
r	9458	10.4%
e	9322	10.2%
s	7568	8.3%
q	7432	8.1%
t	7325	8.0%
u	6773	7.4%
p	6769	7.4%
m	5545	6.1%
l	3702	4.1%
Other values (10)	14320	15.7%

Common

Value	Count	Frequency (%)
	26469	24.5%
.	20392	18.9%
1	9208	8.5%
0	6631	6.1%
2	5688	5.3%
)	5536	5.1%
(	5536	5.1%
5	4714	4.4%
3	3961	3.7%
4	3712	3.4%
Other values (5)	16247	15.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199464	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	26469	13.3%
.	20392	10.2%
a	13156	6.6%
r	9458	4.7%
e	9322	4.7%
1	9208	4.6%
s	7568	3.8%
q	7432	3.7%
t	7325	3.7%
u	6773	3.4%
Other values (25)	82361	41.3%

bedRoom
Real number (ℝ)

Distinct	19
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3597064

Minimum	1
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	3
Q3	4
95-th percentile	6
Maximum	21
Range	20
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.8975034
Coefficient of variation (CV)	0.5647825
Kurtosis	18.215499
Mean	3.3597064
Median Absolute Deviation (MAD)	1
Skewness	3.4853698
Sum	12357
Variance	3.600519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
3	1496	40.7%
2	943	25.6%
4	660	17.9%
5	210	5.7%
1	124	3.4%
6	74	2.0%
9	41	1.1%
8	30	0.8%
7	28	0.8%
12	28	0.8%
Other values (9)	44	1.2%

Value	Count	Frequency (%)
1	124	3.4%
2	943	25.6%
3	1496	40.7%
4	660	17.9%
5	210	5.7%
6	74	2.0%
7	28	0.8%
8	30	0.8%
9	41	1.1%
10	20	0.5%

Value	Count	Frequency (%)
21	1	< 0.1%
20	1	< 0.1%
19	2	0.1%
18	2	0.1%
16	12	0.3%
14	1	< 0.1%
13	4	0.1%
12	28	0.8%
11	1	< 0.1%
10	20	0.5%

bathroom
Real number (ℝ)

Distinct	19
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4241436

Minimum	1
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	3
Q3	4
95-th percentile	6
Maximum	21
Range	20
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9479448
Coefficient of variation (CV)	0.56888526
Kurtosis	17.544566
Mean	3.4241436
Median Absolute Deviation (MAD)	1
Skewness	3.2490529
Sum	12594
Variance	3.794489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
3	1077	29.3%
2	1048	28.5%
4	820	22.3%
5	294	8.0%
1	156	4.2%
6	117	3.2%
9	41	1.1%
7	40	1.1%
8	25	0.7%
12	22	0.6%
Other values (9)	38	1.0%

Value	Count	Frequency (%)
1	156	4.2%
2	1048	28.5%
3	1077	29.3%
4	820	22.3%
5	294	8.0%
6	117	3.2%
7	40	1.1%
8	25	0.7%
9	41	1.1%
10	9	0.2%

Value	Count	Frequency (%)
21	1	< 0.1%
20	3	0.1%
18	4	0.1%
17	3	0.1%
16	8	0.2%
14	2	0.1%
13	4	0.1%
12	22	0.6%
11	4	0.1%
10	9	0.2%

balcony
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	209.5 KiB

3+	1172
3	1074
2	885
1	365
0	182

Length

Max length	2
Median length	1
Mean length	1.3186514
Min length	1

Characters and Unicode

Total characters	4850
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3+
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
3+	1172	31.9%
3	1074	29.2%
2	885	24.1%
1	365	9.9%
0	182	4.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2246	61.1%
2	885	24.1%
1	365	9.9%
0	182	4.9%

Most occurring characters

Value	Count	Frequency (%)
3	2246	46.3%
+	1172	24.2%
2	885	18.2%
1	365	7.5%
0	182	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	75.8%
Math Symbol	1172	24.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	2246	61.1%
2	885	24.1%
1	365	9.9%
0	182	4.9%

Math Symbol

Value	Count	Frequency (%)
+	1172	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4850	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	2246	46.3%
+	1172	24.2%
2	885	18.2%
1	365	7.5%
0	182	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4850	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	2246	46.3%
+	1172	24.2%
2	885	18.2%
1	365	7.5%
0	182	3.8%

floorNum
Real number (ℝ)

Zeros

Distinct	43
Distinct (%)	1.2%
Missing	19
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	6.7966658

Minimum	0
Maximum	51
Zeros	129
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	5
Q3	10
95-th percentile	18
Maximum	51
Range	51
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.0123965
Coefficient of variation (CV)	0.88460971
Kurtosis	4.5156476
Mean	6.7966658
Median Absolute Deviation (MAD)	3
Skewness	1.6938301
Sum	24869
Variance	36.148912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
3	498	13.5%
2	493	13.4%
1	352	9.6%
4	316	8.6%
8	195	5.3%
6	183	5.0%
10	179	4.9%
7	176	4.8%
5	169	4.6%
9	161	4.4%
Other values (33)	937	25.5%

Value	Count	Frequency (%)
0	129	3.5%
1	352	9.6%
2	493	13.4%
3	498	13.5%
4	316	8.6%
5	169	4.6%
6	183	5.0%
7	176	4.8%
8	195	5.3%
9	161	4.4%

Value	Count	Frequency (%)
51	1	< 0.1%
45	1	< 0.1%
44	1	< 0.1%
43	2	0.1%
40	1	< 0.1%
39	2	0.1%
38	1	< 0.1%
35	2	0.1%
34	2	0.1%
33	4	0.1%

facing
Categorical

Missing

Distinct	8
Distinct (%)	0.3%
Missing	1046
Missing (%)	28.4%
Memory size	229.5 KiB

East	623
North-East	623
North	387
West	249
South	231
Other values (3)	519

Length

Max length	10
Median length	5
Mean length	6.8381459
Min length	4

Characters and Unicode

Total characters	17998
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	North
2nd row	North-West
3rd row	East
4th row	South-East
5th row	South-West

Common Values

Value	Count	Frequency (%)
East	623	16.9%
North-East	623	16.9%
North	387	10.5%
West	249	6.8%
South	231	6.3%
North-West	193	5.2%
South-East	173	4.7%
South-West	153	4.2%
(Missing)	1046	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
east	623	23.7%
north-east	623	23.7%
north	387	14.7%
west	249	9.5%
south	231	8.8%
north-west	193	7.3%
south-east	173	6.6%
south-west	153	5.8%

Most occurring characters

Value	Count	Frequency (%)
t	3774	21.0%
s	2014	11.2%
o	1760	9.8%
h	1760	9.8%
E	1419	7.9%
a	1419	7.9%
N	1203	6.7%
r	1203	6.7%
-	1142	6.3%
W	595	3.3%
Other values (3)	1709	9.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13082	72.7%
Uppercase Letter	3774	21.0%
Dash Punctuation	1142	6.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	3774	28.8%
s	2014	15.4%
o	1760	13.5%
h	1760	13.5%
a	1419	10.8%
r	1203	9.2%
e	595	4.5%
u	557	4.3%

Uppercase Letter

Value	Count	Frequency (%)
E	1419	37.6%
N	1203	31.9%
W	595	15.8%
S	557	14.8%

Dash Punctuation

Value	Count	Frequency (%)
-	1142	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16856	93.7%
Common	1142	6.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	3774	22.4%
s	2014	11.9%
o	1760	10.4%
h	1760	10.4%
E	1419	8.4%
a	1419	8.4%
N	1203	7.1%
r	1203	7.1%
W	595	3.5%
e	595	3.5%
Other values (2)	1114	6.6%

Common

Value	Count	Frequency (%)
-	1142	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17998	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	3774	21.0%
s	2014	11.2%
o	1760	9.8%
h	1760	9.8%
E	1419	7.9%
a	1419	7.9%
N	1203	6.7%
r	1203	6.7%
-	1142	6.3%
W	595	3.3%
Other values (3)	1709	9.5%

agePossession
Categorical

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	252.8 KiB

Relatively New	1646
New Property	593
Moderately Old	563
Undefined	306
Old Property	303

Length

Max length	18
Median length	14
Mean length	13.387167
Min length	9

Characters and Unicode

Total characters	49238
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	New Property
2nd row	New Property
3rd row	Undefined
4th row	Relatively New
5th row	Moderately Old

Common Values

Value	Count	Frequency (%)
Relatively New	1646	44.8%
New Property	593	16.1%
Moderately Old	563	15.3%
Undefined	306	8.3%
Old Property	303	8.2%
Under Construction	267	7.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
new	2239	31.8%
relatively	1646	23.3%
property	896	12.7%
old	866	12.3%
moderately	563	8.0%
undefined	306	4.3%
under	267	3.8%
construction	267	3.8%

Most occurring characters

Value	Count	Frequency (%)
e	8432	17.1%
l	4721	9.6%
t	3639	7.4%
	3372	6.8%
y	3105	6.3%
r	2889	5.9%
d	2308	4.7%
N	2239	4.5%
w	2239	4.5%
i	2219	4.5%
Other values (15)	14075	28.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	38816	78.8%
Uppercase Letter	7050	14.3%
Space Separator	3372	6.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	8432	21.7%
l	4721	12.2%
t	3639	9.4%
y	3105	8.0%
r	2889	7.4%
d	2308	5.9%
w	2239	5.8%
i	2219	5.7%
a	2209	5.7%
o	1993	5.1%
Other values (7)	5062	13.0%

Uppercase Letter

Value	Count	Frequency (%)
N	2239	31.8%
R	1646	23.3%
P	896	12.7%
O	866	12.3%
U	573	8.1%
M	563	8.0%
C	267	3.8%

Space Separator

Value	Count	Frequency (%)
	3372	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45866	93.2%
Common	3372	6.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	8432	18.4%
l	4721	10.3%
t	3639	7.9%
y	3105	6.8%
r	2889	6.3%
d	2308	5.0%
N	2239	4.9%
w	2239	4.9%
i	2219	4.8%
a	2209	4.8%
Other values (14)	11866	25.9%

Common

Value	Count	Frequency (%)
	3372	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49238	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	8432	17.1%
l	4721	9.6%
t	3639	7.4%
	3372	6.8%
y	3105	6.3%
r	2889	5.9%
d	2308	4.7%
N	2239	4.5%
w	2239	4.5%
i	2219	4.5%
Other values (15)	14075	28.6%

super_built_up_area
Real number (ℝ)

Missing

Distinct	593
Distinct (%)	31.6%
Missing	1802
Missing (%)	49.0%
Infinite	0
Infinite (%)	0.0%
Mean	1924.7876

Minimum	89
Maximum	10000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	89
5-th percentile	767
Q1	1478.75
median	1828
Q3	2215
95-th percentile	3185
Maximum	10000
Range	9911
Interquartile range (IQR)	736.25

Descriptive statistics

Standard deviation	764.21698
Coefficient of variation (CV)	0.39703964
Kurtosis	10.344048
Mean	1924.7876
Median Absolute Deviation (MAD)	372
Skewness	1.8362017
Sum	3610901.5
Variance	584027.59
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1650	37	1.0%
1950	37	1.0%
1578	25	0.7%
2000	25	0.7%
2150	22	0.6%
1640	22	0.6%
1900	19	0.5%
2408	19	0.5%
1930	18	0.5%
1350	17	0.5%
Other values (583)	1635	44.5%
(Missing)	1802	49.0%

Value	Count	Frequency (%)
89	1	< 0.1%
145	1	< 0.1%
161	1	< 0.1%
215	1	< 0.1%
216	1	< 0.1%
325	1	< 0.1%
340	1	< 0.1%
352	1	< 0.1%
380	1	< 0.1%
406	1	< 0.1%

Value	Count	Frequency (%)
10000	1	< 0.1%
6926	1	< 0.1%
6000	1	< 0.1%
5800	2	0.1%
5514	1	< 0.1%
5350	2	0.1%
5200	2	0.1%
4890	1	< 0.1%
4857	1	< 0.1%
4848	2	0.1%

built_up_area
Real number (ℝ)

Missing Skewed

Distinct	644
Distinct (%)	38.1%
Missing	1988
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	2379.5858

Minimum	2
Maximum	737147
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	2
5-th percentile	240.45
Q1	1100
median	1650
Q3	2400
95-th percentile	4691
Maximum	737147
Range	737145
Interquartile range (IQR)	1300

Descriptive statistics

Standard deviation	17942.88
Coefficient of variation (CV)	7.5403375
Kurtosis	1667.8704
Mean	2379.5858
Median Absolute Deviation (MAD)	650
Skewness	40.706572
Sum	4021500
Variance	3.2194695 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1800	41	1.1%
3240	37	1.0%
1900	34	0.9%
1350	33	0.9%
2700	33	0.9%
900	28	0.8%
1600	26	0.7%
2000	24	0.7%
1300	24	0.7%
1700	23	0.6%
Other values (634)	1387	37.7%
(Missing)	1988	54.1%

Value	Count	Frequency (%)
2	1	< 0.1%
14	1	< 0.1%
30	1	< 0.1%
33	1	< 0.1%
50	3	0.1%
53	1	< 0.1%
55	1	< 0.1%
56	1	< 0.1%
57	1	< 0.1%
60	5	0.1%

Value	Count	Frequency (%)
737147	1	< 0.1%
13500	1	< 0.1%
11286	1	< 0.1%
9500	1	< 0.1%
9000	7	0.2%
8775	1	< 0.1%
8286	1	< 0.1%
8067.8	1	< 0.1%
8000	1	< 0.1%
7500	2	0.1%

carpet_area
Real number (ℝ)

Missing Skewed

Distinct	733
Distinct (%)	39.2%
Missing	1806
Missing (%)	49.1%
Infinite	0
Infinite (%)	0.0%
Mean	2529.1795

Minimum	15
Maximum	607936
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	15
5-th percentile	350
Q1	843
median	1300
Q3	1790
95-th percentile	2950
Maximum	607936
Range	607921
Interquartile range (IQR)	947

Descriptive statistics

Standard deviation	22799.836
Coefficient of variation (CV)	9.0147166
Kurtosis	604.53764
Mean	2529.1795
Median Absolute Deviation (MAD)	472.5
Skewness	24.333239
Sum	4734624
Variance	5.1983254 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1400	42	1.1%
1600	35	1.0%
1800	35	1.0%
1200	31	0.8%
1500	29	0.8%
1650	28	0.8%
1350	27	0.7%
1300	23	0.6%
1000	22	0.6%
1450	22	0.6%
Other values (723)	1578	42.9%
(Missing)	1806	49.1%

Value	Count	Frequency (%)
15	1	< 0.1%
33	1	< 0.1%
48	1	< 0.1%
50	1	< 0.1%
59	1	< 0.1%
60	1	< 0.1%
66	1	< 0.1%
72	1	< 0.1%
76.44	3	0.1%
77.31	1	< 0.1%

Value	Count	Frequency (%)
607936	1	< 0.1%
569243	1	< 0.1%
514396	1	< 0.1%
64529	1	< 0.1%
64412	1	< 0.1%
58141	1	< 0.1%
54917	1	< 0.1%
48811	1	< 0.1%
45966	1	< 0.1%
34401	1	< 0.1%

study room
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	2973
1	705

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Most occurring characters

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

servant room
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	2350
1	1328

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Most occurring characters

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

store room
Categorical

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	3340
1	338

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Most occurring characters

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

pooja room
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	3022
1	656

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Most occurring characters

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

others
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	3273
1	405

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Most occurring characters

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

furnishing_type
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	2437
1	1038
2	203

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	2437	66.3%
1	1038	28.2%
2	203	5.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2437	66.3%
1	1038	28.2%
2	203	5.5%

Most occurring characters

Value	Count	Frequency (%)
0	2437	66.3%
1	1038	28.2%
2	203	5.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2437	66.3%
1	1038	28.2%
2	203	5.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2437	66.3%
1	1038	28.2%
2	203	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2437	66.3%
1	1038	28.2%
2	203	5.5%

luxury_score
Real number (ℝ)

Zeros

Distinct	161
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.493475

Minimum	0
Maximum	174
Zeros	463
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	59
Q3	110
95-th percentile	174
Maximum	174
Range	174
Interquartile range (IQR)	79

Descriptive statistics

Standard deviation	53.06497
Coefficient of variation (CV)	0.74223515
Kurtosis	-0.88015164
Mean	71.493475
Median Absolute Deviation (MAD)	38
Skewness	0.45920248
Sum	262953
Variance	2815.891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	463	12.6%
49	348	9.5%
174	195	5.3%
44	60	1.6%
165	55	1.5%
38	55	1.5%
72	52	1.4%
60	47	1.3%
37	45	1.2%
42	45	1.2%
Other values (151)	2313	62.9%

Value	Count	Frequency (%)
0	463	12.6%
5	6	0.2%
6	6	0.2%
7	41	1.1%
8	30	0.8%
9	9	0.2%
12	6	0.2%
13	10	0.3%
14	12	0.3%
15	43	1.2%

Value	Count	Frequency (%)
174	195	5.3%
169	1	< 0.1%
168	9	0.2%
167	21	0.6%
166	10	0.3%
165	55	1.5%
161	3	0.1%
160	28	0.8%
159	23	0.6%
158	34	0.9%

Interactions

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	property_type	society	sector	price	price_per_sqft	area	areaWithType	bedRoom	bathroom	balcony	floorNum	facing	agePossession	super_built_up_area	built_up_area	carpet_area	study room	servant room	store room	pooja room	furnishing_type	luxury_score
0	flat	bestech altura	sector 79	1.85	8604.0	2150.0	Super Built up area 2150(199.74 sq.m.)	3	4	3+	11.0	North	New Property	2150.0	NaN	NaN	0	1	0	0	0	49
1	flat	rof ananda	sector 95	0.46	6318.0	728.0	Carpet area: 728 (67.63 sq.m.)	2	2	2	11.0	North-West	New Property	NaN	NaN	728.0	1	0	0	0	0	82
2	house	independent	sector 9	0.22	7407.0	297.0	Carpet area: 33 (27.59 sq.m.)	2	2	2	1.0	NaN	Undefined	NaN	NaN	33.0	0	0	0	0	0	0
3	flat	umang monsoon breeze	sector 78	0.95	5491.0	1730.0	Built Up area: 1730 (160.72 sq.m.)	3	3	2	9.0	East	Relatively New	NaN	1730.0	NaN	0	0	0	0	1	65
4	flat	tata primanti	sector 72	4.00	13769.0	2905.0	Super Built up area 2905(269.88 sq.m.)	4	5	2	7.0	South-East	Moderately Old	2905.0	NaN	NaN	0	1	0	0	0	38
5	house	emaar mgf marbella	sector 66	9.00	21251.0	4235.0	Plot area 5605(520.72 sq.m.)Built Up area: 5200 sq.ft. (483.1 sq.m.)Carpet area: 4235 sq.ft. (393.44 sq.m.)	4	4	3+	NaN	South-West	Relatively New	NaN	5200.0	4235.0	0	1	1	1	1	114
6	flat	bestech park view residency	sector 2	1.02	7208.0	1415.0	Super Built up area 1415(131.46 sq.m.)	2	2	3	11.0	South-West	Moderately Old	1415.0	NaN	NaN	0	0	0	0	0	92
7	flat	dlf regency park	sector 28	1.35	11739.0	1150.0	Super Built up area 1150(106.84 sq.m.)Built Up area: 1120 sq.ft. (104.05 sq.m.)Carpet area: 1050 sq.ft. (97.55 sq.m.)	2	2	2	14.0	East	Old Property	1150.0	1120.0	1050.0	0	0	1	0	0	66
8	flat	indiabulls enigma	sector 110	3.45	10147.0	3400.0	Super Built up area 3400(315.87 sq.m.)	4	4	3	9.0	North	Moderately Old	3400.0	NaN	NaN	0	1	0	0	1	125
9	house	international city by sobha phase 2	sector 109	7.00	12963.0	5400.0	Plot area 600(501.68 sq.m.)	5	6	2	2.0	West	Relatively New	NaN	5400.0	NaN	0	1	0	0	0	154

	property_type	society	sector	price	price_per_sqft	area	areaWithType	bedRoom	bathroom	balcony	floorNum	facing	agePossession	super_built_up_area	built_up_area	carpet_area	study room	servant room	pooja room	others	furnishing_type	luxury_score
3793	house	independent	sector 41	4.25	26235.0	1620.0	Plot area 180(150.5 sq.m.)	10	9	3+	4.0	North	Moderately Old	NaN	1620.0	NaN	1	1	0	0	1	36
3794	flat	smart world orchard	sector 61	1.70	15000.0	1133.0	Carpet area: 1150 (106.84 sq.m.)	2	2	2	4.0	NaN	Under Construction	NaN	NaN	1150.0	0	0	0	0	0	24
3795	flat	ats kocoon	sector 109	2.22	10596.0	2095.0	Super Built up area 2095(194.63 sq.m.)	3	3	3	20.0	East	Relatively New	2095.0	NaN	NaN	0	1	0	1	0	79
3796	flat	the close north	sector 50	2.75	12500.0	2200.0	Super Built up area 2605(242.01 sq.m.)Built Up area: 2400 sq.ft. (222.97 sq.m.)Carpet area: 2200 sq.ft. (204.39 sq.m.)	3	3	3	3.0	South-East	Moderately Old	2605.0	2400.0	2200.0	0	1	0	0	0	110
3797	flat	emaar mgf the palm drive	sector 66	1.51	15130.0	998.0	Super Built up area 1200(111.48 sq.m.)Built Up area: 1188 sq.ft. (110.37 sq.m.)Carpet area: 998 sq.ft. (92.72 sq.m.)	2	2	2	5.0	North	Relatively New	1200.0	1188.0	998.0	0	0	1	0	1	82
3798	flat	m3m skycity	sector 65	2.10	16030.0	1310.0	Super Built up area 1310(121.7 sq.m.)	2	2	2	43.0	NaN	New Property	1310.0	NaN	NaN	0	0	0	0	0	127
3799	flat	ats tourmaline	sector 109	1.75	8139.0	2150.0	Super Built up area 2150(199.74 sq.m.)	3	4	3+	9.0	North-East	Relatively New	2150.0	NaN	NaN	0	1	0	0	0	94
3800	flat	shree vardhman victoria	sector 70	1.10	8461.0	1300.0	Carpet area: 1300 (120.77 sq.m.)	2	2	2	8.0	North-East	Relatively New	NaN	NaN	1300.0	0	0	0	0	0	101
3801	flat	vatika inxt floors	sector 82a	0.75	7500.0	1000.0	Built Up area: 1000 (92.9 sq.m.)Carpet area: 650 sq.ft. (60.39 sq.m.)	2	2	2	1.0	NaN	Undefined	NaN	1000.0	650.0	0	0	0	0	0	0
3802	flat	orris aster court premier	sector 85	1.50	5859.0	2560.0	Super Built up area 2560(237.83 sq.m.)Built Up area: 2017 sq.ft. (187.39 sq.m.)Carpet area: 1800 sq.ft. (167.23 sq.m.)	4	5	3+	6.0	West	New Property	2560.0	2017.0	1800.0	0	1	0	0	1	28

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category